We also retrieve nearest entities in the embedding space of [1]} ganea2017deep and ours. As we can see, we query Steve_Jobs, the nearest entity in [1]} ganea2017deep is Apple_Inc. which is a different type. In contrast, all the entities retrieved by our approach share the same types like person, entrepreneur etc. Another example is when we query National_Basketball_Association, the most similar entities in [1]} ganea2017deep are NBA teams which are topically related, while the entities retrieved by our approach are all basketball leagues.
